{"id":"W4401517045","doi":"10.29173/jjs135","title":"Fiction Factory, Part 2","year":2024,"lang":"en","type":"article","venue":"Journal of Juvenilia Studies","topic":"Crime and Detective Fiction Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Factory (object-oriented programming); Computer science; Art; Programming language","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002389358,0.0001171339,0.0002786346,0.0001775619,0.0002890887,0.0001226992,0.00005828047,0.00001877068,0.0004542306],"category_scores_gemma":[0.0000885401,0.0000775917,0.0002155745,0.00004518279,0.0001768991,0.0003173976,0.00003204142,0.0001869074,0.00009565691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007181775,"about_ca_system_score_gemma":0.00002745943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007153897,"about_ca_topic_score_gemma":0.00005514508,"domain_scores_codex":[0.9991499,0.00002909733,0.0003804608,0.0000995535,0.0002203805,0.0001206064],"domain_scores_gemma":[0.999212,0.0001612088,0.0001171347,0.00006211965,0.0004175595,0.00002996626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005270278,0.00004871871,0.0001232788,0.0001239192,0.00134805,0.00007464619,0.05777154,0.000006800531,0.0001028666,0.02607638,0.9051651,0.009106024],"study_design_scores_gemma":[0.0001161579,0.0002271416,0.000113646,0.0001455796,0.0001212287,0.00003048538,0.02853823,0.000004977734,0.0002039356,0.002082706,0.9683307,0.00008518957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3340285,0.3859169,0.0005162159,0.007099173,0.06938733,0.0003344368,0.00009536605,0.0004708302,0.2021513],"genre_scores_gemma":[0.9796744,0.002666669,0.00001791088,0.00008640849,0.003391934,0.000004277177,3.582931e-7,0.00001268383,0.01414536],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6456459,"threshold_uncertainty_score":0.4973507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1294322632959644,"score_gpt":0.3343596528243971,"score_spread":0.2049273895284326,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}